The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 07, 2026

Filed:

Mar. 24, 2022
Applicant:

Sri International, Menlo Park, CA (US);

Inventors:

Aswin Nadamuni Raghavan, Pennington, NJ (US);

Michael R. Piacentino, Robbinsville, NJ (US);

Michael A. Isnardi, Plainsboro, NJ (US);

Indhumathi Kandaswamy, Yardley, PA (US);

Saurabh Farkya, Princeton, NJ (US);

David Chao Zhang, Belle Mead, NJ (US);

Gooitzen S. Van Der Wal, Hopewell, NJ (US);

Zachary Daniels, Robinsville, NJ (US);

Yuzheng Zhang, Princeton, NJ (US);

Assignee:

SRI International, Menlo Park, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06N 3/0442 (2023.01); G06V 10/764 (2022.01);
U.S. Cl.
CPC ...
G06V 10/82 (2022.01); G06N 3/0442 (2023.01); G06V 10/764 (2022.01);
Abstract

Method and apparatus for processing data using a reconfigurable, hyperdimensional neural network architecture comprising a feature extractor and a classifier. The feature extractor comprises a neural network for encoding input information into hyperdimensional (HD) vectors and extracting at least one particular HD vector representing at least one feature within the input information, wherein the neural network comprises no more than one multiply and accumulate operator. The classifier is coupled to the feature extractor for classifying the at least one particular HD vector to produce an indicium of classification for the at least one particular HD vector and wherein the classifier does not comprise any multiply and accumulate operators.


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